R Assignment # 6 – Data Analytics Report – Descriptive Statistics, Inferential Statistics, Tables and ggplot2() – 20 Points
Inferential Statistics Guide:
Method of Testing Factor Variables Numeric Variables
t-Test 1 with two levels 1
ANOVA 1 with three or more levels 1
Correlation 0 2
Reporting Inferential Statistics in APA Style:
Online Guide
ggplot2() Plotting Rules:
All plots must be developed using the ggplot2 package
Subsetted and/or filtered datasets must be created and used when appropriate
Each plot must have a main title along with x-axis and y-axis labels and/or titles
Each plot must have a minimum of 7 customized features. Examples of customized features include, but are not limited to:
ocolors (both shape and fill)
oshapes
osizes
oscales
otransparency
olegends and legend keys
obackgrounds
Images for inclusion in this report must be sized appropriately to maximize impact
Assignment:
1.Determine the strength of the relationship between Total Athletics Aid and Total Directors' Cup points for the years of 2016-2018. Only include schools who offered athletics aid and who scored at least 200 points in the Directors' Cup competition during that time span.
You are responsible for reporting your findings in the appropriate APA format as well as in narrative form.
[INSERT TEXT]
Create a customized scatterplot reflecting your findings
[INSERT SCATTERPLOT]
2.Determine the strength of the relationship between Total Athletics Aid and Total number of athletes for the year of 2016-2017. Only include schools who offered athletics aid during that season.
You are responsible for reporting your findings in the appropriate APA format as well as in narrative form.
[INSERT TEXT]
Create a customized scatterplot reflecting your findings
[INSERT SCATTERPLOT]
3.Compare the means of Total Directors' Cup Points between private schools and state schools for the years of 2016-2018. Only include schools who scored points in the Directors' Cup during that 2-year span. You are responsible for presenting the n counts, means, and standard deviations in the table provided.
Table 1 – Comparison of Mean Directors' Cup Points between Private Schools and State Schools 2016-2018
Category n M SD
Private Schools ? ? ?
State Schools
? ? ?
Based on the difference in means, please run an appropriate analysis to determine if there is a statistically significant relationship between the independent variable and the dependent variable. You are responsible for reporting your findings in the appropriate APA format as well as in narrative form.
[INSERT TEXT]
Create a customized density plot demonstrating the distribution of Directors' Cup points at private schools and state schools for 2016-2018.
[INSERT DENSITY PLOT]
4.Compare the means of Total Athletics Recruiting Expenses between private schools and state schools for 2017-2018. Only include schools in the DI and FCS divisions and report the figures in thousands of dollars (no decimal points), rather than in millions of dollars. You are responsible for presenting the n counts, means, and standard deviations in the table provided.
Table 2 – Comparison of Mean Athletics Recruiting Expenses between Private Schools and State Schools representing the DI and FCS Divisions 2017-2018
Category n M SD
Private Schools ? ? ?
State Schools
? ? ?
Based on the difference in means, please run an appropriate analysis to determine if there is a statistically significant relationship between the independent variable and the dependent variable. You are responsible for reporting your findings in the appropriate APA format as well as in narrative form.
[INSERT TEXT]
Create a customized histogram demonstrating the distribution of recruiting expenses for 2017-2018 at state schools and private schools representing the DI and FCS divisions.
[INSERT HISTOGRAM]
5.Compare the means of Total Athletics Expenses at the different divisions of DI, FCS, FBS, and Power 5 for 2017-2018. You are responsible for presenting the n counts, means, and standard deviations in the table provided.
Table 3 – Comparison of Total Athletics Expenses at DI, FCS, FBS, and Power 5 Schools 2017-2018
Category n M SD
DI Schools ? ? ?
FCS Schools
? ? ?
FBS Schools ? ? ?
Power 5 Schools ? ? ?
Based on the difference in means, please run an appropriate analysis to determine if there is a statistically significant relationship between the independent variable and the dependent variable. You are responsible for reporting your findings in the appropriate APA format as well as in narrative form.
[INSERT TEXT]
Create a customized boxplot demonstrating the distribution of athletics expenses for 2017-2018 at DI, FCS, FBS, and Power 5 schools. Do not include individual data points in the plot.
[INSERT BOXPLOT]
6.Compare the means of Total Directors' Cup points at the different divisions of DI, FCS, FBS, and Power 5 for 2017-2018. Only include schools who scored at least 100 Directors' Cup points during the 2017-2018 season. You are responsible for presenting the n counts, means, and standard deviations in the table provided.
Table 4 – Comparison of Total Directors' Cup Points at DI, FCS, FBS, and Power 5 Schools 2017-2018
Category n M SD
DI Schools ? ? ?
FCS Schools
? ? ?
FBS Schools ? ? ?
Power 5 Schools ? ? ?
* Only schools who scored at least 100 Directors' Cup Points for 2017-2018 are included.
Based on the difference in means, please run an appropriate analysis to determine if there is a statistically significant relationship between the independent variable and the dependent variable. You are responsible for reporting your findings in the appropriate APA format as well as in narrative form.
[INSERT TEXT]
Create a customized boxplot demonstrating the distribution of Directors' Cup points for 2017-2018 at DI, FCS, FBS, and Power 5 schools. Do not include individual data points in the plot.
[INSERT BOXPLOT]
Guidelines:
Download this word document and save it as R Assignment # 6
Use R Studio along with the css dataset, your notes, and the video tutorials to complete the assignment
Insert your statistics test results and narrative in the word document where indicated
Insert your plots in the word document where indicated and center them
When you are finished, please submit your work as an attachment in Canvas